[AI Image Inspection Case] Overflow of Food Ingredients
We will inspect and determine the extent to which the food in the tray is overflowing.
We conducted a simple inspection of the extent of food overflow in trays from a food manufacturer using the rule-based "EasyInspector" and reported our findings. However, detecting overflow on trays with a blue background and white patterns proved difficult, so we decided to re-verify using "DeepSky," which utilizes AI (deep learning). Our company website offers a free web trial of the inspection software. You can actually experience the inspection software that uses AI (deep learning). 【Inspection Settings and Results】 We created several patterns of defective conditions using the samples we have on hand and were able to detect ingredient overflow by training on those images. However, in this case, various patterns of ingredients and defects are expected, so a large amount of training data is necessary to achieve sufficient detection results. With the version upgrade in 2021, we were able to incorporate a data augmentation feature for training images. We will continue to add various convenient features and develop user-friendly inspection software from a practical perspective. 【Software Used】 Software Used: DeepSky
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